@inproceedings{chen-etal-2026-large-language, title = "Large Language Models for Solid-Earth Geoscience: Applications, Modalities, and Memory-Reason-Act Techniques", author = "Chen, Yisu and Zhang, Yiran and Dai, Yifeng and Wu, Puzhen and Li, Sirui and Liu, Wei and Ding, Yihao", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.243/", pages = "4776--4790", ISBN = "979-8-89176-444-6" }